GitLab MCP Server

José M. Requena Plens·jmrplens.gitlab-mcp-server

GitLab MCP server exposing the REST v4 and GraphQL APIs as tools for AI assistants.

A Model Context Protocol (MCP) server that connects AI assistants (Claude, Cursor, VS Code + Copilot, and any MCP client) to GitLab.com or self-managed GitLab instances. Covers the full REST API v4 and GraphQL with automatic edition gating — roughly 850 to 1070 tools depending on the GitLab tier — plus 45 MCP resources, 37 prompts, argument completions, and progress notifications. Single static binary, stdio and HTTP transports, read-only and safe (mutation-preview) modes, and an interactive setup wizard (gitlab-mcp-server --setup) that auto-configures most MCP clients.